Document Type : Research Paper

Authors

Department of industrial engineering, Mazandaran University of Science and Technology, Babol, Iran

Abstract

The Problem of selecting the best player among other good ones is an important issue in the world of sport. Player selection is a big challenge in all types of clubs, involving multiple criteria that should be evaluated simultaneously. Therefore, an appropriate decision approach for player's selection is required. The goal of this research is to present a new model for clubs' head coaches and managers that consider experts' votes and making a good decision. Thus, this paper considers an approach based on WeFA framework and Multiple Criteria Decision Making (MCDM) methods in Multiple Attribute Group Decision Making (MAGDM) problems for the challenge of best player selection where, important criteria and experts' vote is received by using WeFA. Analytic Hierarchy Process method (AHP) is used for determining the Weight of each criterion. Extended TOPSIS and its application in MAGDM are applied for weighting to decision makers (DMs) and ranking of alternatives. This research can be useful as a practical and scientific framework for managers and head coaches of clubs all around the world. Finally, a numerical example is evaluated to illustrate the proposed methodology.

Keywords

Main Subjects

[1] Hashemkhani Zolfani, S. and Antucheviciene, J. (2012) ‘Team Member Selecting Based on AHP and TOPSIS Grey’ Inzinerine Ekonomika-Engineering Economics, vol 23(4), pp.
425-434.
[2] Zhongliang, Y. (2011) ‘A method for group decision-making based on determining
weights of decision makers using TOPSIS’ Applied Mathematical Modelling,Vol. 35 ,pp. 1926-1936.
[3] Abdullah, L., Jaafar, S. and Taib, I. (2009) ‘A New hierarchy process in multi-attribute group decision making’ International journal of soft computing , vol. 4,No. 5, pp. 208–214.
[4] Chen, S.J.J., Hwang, C.L., Beckmann, M.J. and Krelle, W. (1992) ‘Fuzzy Multiple
Attribute Decision Making: Methods and Applications’ Springer-Verlag New York, Inc., Secaucus, NJ, USA.
[5] Roy, B. (1996) ‘Multicriteria Methodology for Decision Aiding’ Springer.
[6] Yager, R.R., Kacprzyk, J. (1997) ‘the Ordered Weighted Averaging Operators: Theory
and Applications’Kluwer Academic Publishers, Norwell, MA, USA.
[7] Dooley, A.E, Smeaton, D. C, Sheath, G.W. and Ledgard, S.F. (2009) ‘Application of
Multiple Criteria Decision Analysis in the NewZealand Agricultural Industry’ Journal of Multi-Criteria Decision Analysis, 16, pp. 39–53.
[8] Radfar, I., Hashemkhani Zolfani, S. and Nikjo, B. (2012) ‘New Application of WeFA Framework and Fuzzy Delphi in Concert Locating’ American Journal of Scientific Research,
issu74, pp. 108-112.
[9] Ozcan, T., Celebi, N. and Akir Esnaf, S. (2011) ‘Comparative analysis of multi criteria
decision making methodologies and implementation of a warehouse location selection problem’ Expert Systems with Applications, 38, pp. 9773–9779.
[10] Hashemkhani Zolfani, S., Rezaeiniya, N., Zavadskas, E. K. and Turskis, Z. (2011) ‘Forest Roads Locating Based on AHP and Copras-G Methods: An Empirical Study Based
on Iran’ E + M EKONOMIE A MANAGEMENT, pp. 6-21.
[11] Jati, H. (2012) ‘Comparison of University Webometrics Ranking Using Multicriteria
Decision Analysis: TOPSIS and VIKOR Method’ World Academy of Science, Engineering and Technology, 71, pp. 1663-1669.
[12] Tavana, M. and Hatami-Marbini, A. (2011) ‘A group AHP-TOPSIS framework for human spaceflight mission planning at NASA’ Expert Systems with Applications, 38, pp.
13588–13603.
[13] Sharma, S.and Agrawal, N. (2010) ‘Multi-criteria decision making for the selection of a production control policy’ Int. J. of Industrial and Systems Engineering, Vol. 6, No. 3, pp.321
- 339.
[14] Arunkumar, N., Karunamoorthy, L.and Muthukumar, S. (2011) ‘Supplier evaluation and selection for a manufacturing industry using analytical hierarchy process – a case study’ Int.
J. of Industrial and Systems Engineering, Vol.8, No.3, pp.346 - 365.
[15] Al Maliki, A., Owens, G. and Bruce, D. (2012) ‘Combining AHP and TOPSIS
Approaches to Support Site Selection for a Lead Pollution Study’ Second International Conference on Environmental and Agriculture Engineering, vol. 37, pp. 1–8.
[16] Samantra, C., Datta, S. and Mahapatra, S. S. (2012) ‘Application of Fuzzy Based VIKOR Approach for Multi-Attribute Group Decision Making (MAGDM): A Case Study in
Supplier Selection’ Decision Making in Manufacturing and Services, vol. 6, No. 1, pp. 25-39.
 
 
 
 
[17] Sennaroglu, B.and Seda, Ş. (2012) ‘Integrated AHP and TOPSIS Approach for Supplier
Selection’ 2nd International Conference Manufacturing Engineering & Management, pp. 19- 22.
[18] Athawale, V. M., Chatterjee, P.and Chakraborty, Sh.       (2012) ‘Selection of industrial robots using compromise ranking method’ Int. J. of Industrial and Systems Engineering,
Vol.11, No.1/2, pp.3 –15.
[19] Aghdaie, M.H., Hashemkhani Zolfani, S.and Zavadskas, E. K. (2013) ‘Decision Making
in machine tool: An integerated Approach with Swara and Copras-G method’ Inzinerine Ekonomika-Engineering Economics, vol. 24, No. 1, pp. 5-17.
[20]  Zamani,  S., Farughi,  H.  and Soolaki, M.           (2013) ‘Contractor Selection Using Fuzzy Hybrid AHP-VIKOR’ Int. J. Research in Industrial Engineering, vol. 2, No. 4, pp. 26-40.
[21] Kumutha, N. (2013) ‘Network Selection Using Madm Methods In Handoff Process’
International Monthly Refereed Journal of Research In Management & Technology, vol. II, pp. 43-52.
[22] Ilangkumaran, M., Avenash, A., Balakrishnan, V., Barath Kumar, S.and Boopathi Raja,
M. (2013) ‘Material selection using hybrid MCDM approach for automobile bumper’ Int. J. of Industrial and Systems Engineering, Vol.14, No.1, pp.20 – 39.
[23] Churchman, C. W.and Ackoff, R. L. (1954) ‘An Approximate Measure of Value’
Journal of the Operational Research Society of America, vol. 2, No. 2, pp. 172-187.
[24] Roy, B. (1968) ‘Classement et Choix en Presence de Points de Vue Multiples (la method Electre). Revue Francaised’ Informatique et de Recherche Operationnelle, Vol. 8, No. 1, pp. 57-75.
[25] Saaty, L. T. (1980). ‘The Analytic Hierarchy Process’ McGraw Hill Company, New York.
[26] Hwang, C. L.and Yoon, K. (1981) ‘Multiple Attribute Decision Making Methods and Applications’ Springer, Berlin Heidelberg.
[27] Brans, J. P., Mareschal, B.and Vincke, P. H. (1984) ‘PROMETHEE: A New Family of Outranking Methods in MCDM’ Operational Research, IFORS’84, North Holland, pp. 477 -
90.
[28] Opricovic, S.(1998) ‘Multi-Criteria Optimization of Civil Engineering Systems 'Faculty
of Pennsylvania, Belgrade.
[29] Saaty, L. T.and Vargas, L. G. (2001) ‘Models, Methods, Concepts &Applications of the
Analytical Hierarchy Process’ Kluwer Academic.Publishers, Boston.
[30] Grigoroudis, E.and Siskos, Y. (2002) ‘Preference Disaggregation for Measuring and
Analysing Customer Satisfaction: the MUSA Method’ European Journal of Operational Research, Vol. 143, No. 1, pp. 148-170.
[31] Zavadskas, E. K., Kaklauskas, A., Turskis, Z. and Tamosaitiene, J. (2009) ‘Multi- Attribute Decision-Making Model by Applying Grey Numbers’ Informatica,Vol. 20,No.
2,pp. 305–320.
[32] Hessami, A. (1999) ‘Risk: A missed opportunity’. Risk and Continuity Journal, Vol. 2,
pp. 17-26.
[33] Hessami, A. and Gray, R. (2002) ‘Creativity, the Final Frontier’ the 3rd. European
Conference on Knowledge Management ECKM, Trinity College Dublin, pp. 24-25.
 
 
[34] Hessami, A.and Moore, M. (2007) ‘Competence Matters More than Knowledge’
Electronic Journal of Knowledge Management, Vol. 5, Issue. 4, pp. 387-398.
[35] Saaty, L. T.(1983) ‘Priority Setting in Complex Problems’ IEEE Transactions on Engineering Management, Vol.30, No.3, pp.140- 155, 1983.
[36] Velasquez, M.and Hester, P.T. (2013)‘An Analysis of Multi-Criteria Decision Making Methods’ International Journal of Operations Research, Vol. 10, No. 2, pp.56-66.